The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-04-10"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "1691719 (up from 1595350 yesterday: 6.04 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "102525 (up from 95455 yesterday: 7.41 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 6.06



In- Depth Country Wise Stats (With Atleast 1000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 496535 35098 7.61 18586 2108 12.79 3.74
Spain 158273 5051 3.30 16081 634 4.10 10.16
Italy 147577 3951 2.75 18849 570 3.12 12.77
France 125931 7150 6.02 13215 987 8.07 10.49
Germany 122171 3990 3.38 2767 160 6.14 2.26
China 82941 58 0.07 3340 1 0.03 4.03
United Kingdom 74605 8733 13.26 8974 981 12.27 12.03
Iran 68192 1972 2.98 4232 122 2.97 6.21
Turkey 47029 4747 11.23 1006 98 10.79 2.14
Belgium 26667 1684 6.74 3019 496 19.66 11.32
Switzerland 24551 500 2.08 1002 54 5.70 4.08
Netherlands 23249 1346 6.15 2520 117 4.87 10.84
Canada 22059 1405 6.80 557 54 10.74 2.53
Brazil 19638 1546 8.55 1057 107 11.26 5.38
Portugal 15472 1516 10.86 435 26 6.36 2.81
Austria 13555 311 2.35 319 24 8.14 2.35
Russia 11917 1786 17.63 94 18 23.68 0.79
Korea, South 10450 27 0.26 208 4 1.96 1.99
Israel 10408 440 4.41 95 9 10.47 0.91
Sweden 9685 544 5.95 870 77 9.71 8.98
Ireland 8089 1515 23.05 287 24 9.13 3.55
India 7598 873 12.98 246 20 8.85 3.24
Ecuador 7161 2196 44.23 297 25 9.19 4.15
Chile 6501 529 8.86 65 8 14.04 1.00
Norway 6314 103 1.66 113 5 4.63 1.79
Australia 6215 107 1.75 54 3 5.88 0.87
Denmark 6014 184 3.16 247 10 4.22 4.11
Poland 5955 380 6.82 181 7 4.02 3.04
Peru 5897 641 12.20 169 31 22.46 2.87
Czechia 5732 163 2.93 119 7 6.25 2.08
Japan 5530 863 18.49 99 5 5.32 1.79
Romania 5467 265 5.09 270 22 8.87 4.94
Pakistan 4695 206 4.59 66 1 1.54 1.41
Malaysia 4346 118 2.79 70 3 4.48 1.61
Philippines 4195 119 2.92 221 18 8.87 5.27
Saudi Arabia 3651 364 11.07 47 3 6.82 1.29
Indonesia 3512 219 6.65 306 26 9.29 8.71
Mexico 3441 260 8.17 194 20 11.49 5.64
United Arab Emirates 3360 370 12.37 16 2 14.29 0.48
Luxembourg 3223 108 3.47 54 2 3.85 1.68
Serbia 3105 238 8.30 71 5 7.58 2.29
Finland 2769 164 6.30 48 6 14.29 1.73
Panama 2752 224 8.86 66 3 4.76 2.40
Dominican Republic 2620 271 11.54 126 8 6.78 4.81
Qatar 2512 136 5.72 6 0 0.00 0.24
Colombia 2473 250 11.25 80 11 15.94 3.23
Thailand 2473 50 2.06 33 1 3.12 1.33
Ukraine 2203 311 16.44 69 12 21.05 3.13
Singapore 2108 198 10.37 7 1 16.67 0.33
Greece 2011 56 2.86 92 5 5.75 4.57
South Africa 2003 69 3.57 24 6 33.33 1.20
Belarus 1981 495 33.31 19 3 18.75 0.96
Argentina 1975 180 10.03 82 10 13.89 4.15
Egypt 1794 95 5.59 135 17 14.41 7.53
Algeria 1761 95 5.70 256 21 8.94 14.54
Iceland 1675 27 1.64 7 1 16.67 0.42
Croatia 1495 88 6.25 21 1 5.00 1.40
Morocco 1448 74 5.39 107 10 10.31 7.39
Moldova 1438 149 11.56 29 0 0.00 2.02
New Zealand 1283 44 3.55 2 1 100.00 0.16
Iraq 1279 47 3.81 70 1 1.45 5.47
Estonia 1258 51 4.23 24 0 0.00 1.91
Hungary 1190 210 21.43 77 11 16.67 6.47
Slovenia 1160 36 3.20 45 2 4.65 3.88

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 172348 7867 4.56 8859.46 404.40 1 in 113
New Jersey 54588 1932 3.54 6145.78 217.51 1 in 163
Michigan 22434 1276 5.69 2246.35 127.77 1 in 445
California 21081 583 2.77 533.53 14.75 1 in 1874
Massachusetts 20974 599 2.86 3018.06 86.19 1 in 331
Pennsylvania 20051 418 2.08 1566.24 32.65 1 in 638
Louisiana 19253 755 3.92 4141.50 162.41 1 in 241
Illinois 17887 597 3.34 1411.56 47.11 1 in 708
Florida 17531 390 2.22 816.24 18.16 1 in 1225
Texas 12105 238 1.97 417.47 8.21 1 in 2395
Georgia 11485 416 3.62 1081.71 39.18 1 in 924
Connecticut 10538 448 4.25 2955.72 125.66 1 in 338
Washington 10119 483 4.77 1328.84 63.43 1 in 753
Maryland 6968 171 2.45 1152.56 28.28 1 in 868
Indiana 6907 300 4.34 1025.96 44.56 1 in 975
Colorado 6202 226 3.64 1076.97 39.24 1 in 929
Ohio 5878 231 3.93 502.86 19.76 1 in 1989
Tennessee 4891 98 2.00 715.77 14.34 1 in 1397
Virginia 4509 121 2.68 528.26 14.18 1 in 1893
North Carolina 3965 83 2.09 378.05 7.91 1 in 2645
Missouri 3897 99 2.54 634.96 16.13 1 in 1575
Arizona 3112 97 3.12 408.67 12.74 1 in 2447
Wisconsin 3068 128 4.17 526.93 21.98 1 in 1898
South Carolina 3067 72 2.35 595.68 13.98 1 in 1679
Alabama 2947 80 2.71 601.04 16.32 1 in 1664
Nevada 2722 90 3.31 883.72 29.22 1 in 1132
Mississippi 2469 82 3.32 829.60 27.55 1 in 1205
Utah 2103 17 0.81 655.97 5.30 1 in 1524
Oklahoma 1794 88 4.91 453.38 22.24 1 in 2206
Rhode Island 1727 43 2.49 1630.23 40.59 1 in 613
Kentucky 1693 90 5.32 378.94 20.14 1 in 2639
District of Columbia 1660 38 2.29 2352.11 53.84 1 in 425
Iowa 1388 31 2.23 439.93 9.83 1 in 2273
Idaho 1354 24 1.77 755.55 13.39 1 in 1324
Minnesota 1336 57 4.27 236.89 10.11 1 in 4221
Delaware 1326 32 2.41 1361.73 32.86 1 in 734
Oregon 1322 44 3.33 313.44 10.43 1 in 3190
Arkansas 1171 21 1.79 388.03 6.96 1 in 2577
Kansas 1117 42 3.76 383.41 14.42 1 in 2608
New Mexico 1081 17 1.57 515.54 8.11 1 in 1940
New Hampshire 819 21 2.56 602.33 15.44 1 in 1660
Puerto Rico 725 39 5.38 227.01 12.21 1 in 4405
Vermont 679 24 3.53 1088.16 38.46 1 in 919
Nebraska 635 15 2.36 328.27 7.75 1 in 3046
Maine 586 17 2.90 435.94 12.65 1 in 2294
West Virginia 574 5 0.87 321.18 2.80 1 in 3113
South Dakota 536 6 1.12 605.88 6.78 1 in 1650
Hawaii 442 6 1.36 312.18 4.24 1 in 3203
Montana 365 6 1.64 341.51 5.61 1 in 2928
North Dakota 278 6 2.16 364.80 7.87 1 in 2741
Alaska 246 7 2.85 336.27 9.57 1 in 2974
Wyoming 239 0 0.00 412.95 0.00 1 in 2422

In Depth India Stats (State Wise Figures)

Confirmed Cases (States of India)

Detected.State Confirmed
Maharashtra 1574
Tamil Nadu 911
Delhi 903
Rajasthan 561
Telangana 487
Madhya Pradesh 451
Uttar Pradesh 433
Andhra Pradesh 381
Gujarat 378
Kerala 364
Jammu and Kashmir 207
Karnataka 207
Haryana 176
Punjab 151
West Bengal 116
Bihar 60
Odisha 50
Uttarakhand 35
Assam 29
Himachal Pradesh 28
Chandigarh 19
Chhattisgarh 18
Ladakh 15
Jharkhand 14
Andaman and Nicobar Islands 11
Goa 7
Puducherry 7
Manipur 2
Tripura 2
Arunachal Pradesh 1
Mizoram 1

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 11877 1202 16451 29530 16280 10238 56048 186325 18.27 30.08
Emilia-Romagna 3596 349 9405 13350 3381 2397 19128 85884 12.53 22.27
Piemonte 3497 394 7685 11576 1904 1532 15012 57457 10.21 26.13
Veneto 1521 257 8869 10647 1981 793 13421 180700 5.91 7.43
Toscana 1011 256 4555 5822 451 454 6727 72001 6.75 9.34
Liguria 1076 151 2074 3301 1181 709 5191 19514 13.66 26.60
Marche 925 127 2264 3316 1086 682 5084 18970 13.41 26.80
Lazio 1236 201 2196 3633 687 263 4583 61769 5.74 7.42
Campania 600 90 2273 2963 248 231 3442 31745 6.71 10.84
P.A. Trento 335 70 1589 1994 547 275 2816 14981 9.77 18.80
Puglia 631 80 1625 2336 235 238 2809 27812 8.47 10.10
Friuli Venezia Giulia 167 33 1198 1398 772 179 2349 28097 7.62 8.36
Sicilia 568 62 1337 1967 187 148 2302 31156 6.43 7.39
Abruzzo 305 53 1277 1635 181 198 2014 18088 9.83 11.13
P.A. Bolzano 258 58 1001 1317 447 191 1955 20866 9.77 9.37
Umbria 146 39 567 752 498 52 1302 16325 3.99 7.98
Sardegna 107 26 743 876 118 69 1063 9444 6.49 11.26
Calabria 168 14 604 786 50 65 901 16637 7.21 5.42
Valle d’Aosta 131 16 455 602 170 107 879 3328 12.17 26.41
Basilicata 59 15 205 279 14 15 308 3696 4.87 8.33
Molise 28 4 161 193 37 13 243 2069 5.35 11.74

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 11677 241 2.06
Ontario 6237 222 3.56
Alberta 1451 32 2.21
British Columbia 1370 50 3.65
Nova Scotia 407 2 0.49
Saskatchewan 285 3 1.05
Newfoundland and Labrador 239 3 1.26
Manitoba 230 3 1.30
New Brunswick 112 0 0.00
Prince Edward Island 25 0 0.00
Grand Princess 13 0 0.00
Yukon 8 0 0.00
Northwest Territories 5 0 0.00

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67803 3216 4.74
Guangdong 1544 8 0.52
Henan 1276 22 1.72
Zhejiang 1267 1 0.08
Hunan 1019 4 0.39
Anhui 991 6 0.61
Hong Kong 989 4 0.40
Jiangxi 937 1 0.11
Shandong 783 7 0.89
Jiangsu 651 0 0.00
Heilongjiang 638 13 2.04
Beijing 588 8 1.36
Chongqing 579 6 1.04
Sichuan 560 3 0.54
Shanghai 555 7 1.26
Fujian 351 1 0.28
Hebei 327 6 1.83
Shaanxi 256 3 1.17
Guangxi 254 2 0.79
Yunnan 184 2 1.09
Tianjin 183 3 1.64
Hainan 168 6 3.57
Shanxi 168 0 0.00
Guizhou 146 2 1.37
Liaoning 144 2 1.39
Gansu 139 2 1.44
Inner Mongolia 128 1 0.78
Jilin 98 1 1.02
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 45 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 1517.53 56.80 1 in 659
Spain 3392.05 344.64 1 in 295
Italy 2440.10 311.66 1 in 410
France 1879.85 197.27 1 in 532
Germany 1475.67 33.42 1 in 678
China 59.84 2.41 1 in 16711
United Kingdom 1122.89 135.07 1 in 891
Iran 840.22 52.14 1 in 1190
Turkey 581.97 12.45 1 in 1718
Belgium 2339.21 264.82 1 in 427
Switzerland 2864.76 116.92 1 in 349
Netherlands 1353.26 146.68 1 in 739
Canada 586.83 14.82 1 in 1704
Brazil 93.83 5.05 1 in 10658
Portugal 1503.60 42.27 1 in 665
Austria 1536.50 36.16 1 in 651
Russia 82.47 0.65 1 in 12126
Korea, South 203.03 4.04 1 in 4925
Israel 1194.67 10.90 1 in 837
Sweden 957.02 85.97 1 in 1045

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc